| Data-Efficient Automatic Shaping of Liquid Droplets on an Air-Ferrofluid Interface with Bayesian Optimization | May 18, 2025 | Bayesian OptimizationConcave shapes | —Unverified | 0 |
| Wasserstein Barycenter Gaussian Process based Bayesian Optimization | May 18, 2025 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Constrained Preferential Bayesian Optimization and Its Application in Banner Ad Design | May 16, 2025 | Bayesian Optimization | —Unverified | 0 |
| Comparative Analysis of Black-Box Optimization Methods for Weather Intervention Design | May 16, 2025 | Bayesian OptimizationEfficient Exploration | —Unverified | 0 |
| Bidirectional Information Flow (BIF) -- A Sample Efficient Hierarchical Gaussian Process for Bayesian Optimization | May 16, 2025 | Bayesian Optimization | —Unverified | 0 |
| Adaptive Linear Embedding for Nonstationary High-Dimensional Optimization | May 16, 2025 | Bayesian Optimization | —Unverified | 0 |
| Convergence Rates of Constrained Expected Improvement | May 16, 2025 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Interim Report on Human-Guided Adaptive Hyperparameter Optimization with Multi-Fidelity Sprints | May 14, 2025 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| Combining Bayesian Inference and Reinforcement Learning for Agent Decision Making: A Review | May 12, 2025 | Active LearningBayesian Inference | —Unverified | 0 |
| A Computational Approach to Epilepsy Treatment: An AI-optimized Global Natural Product Prescription System | May 10, 2025 | Bayesian Optimization | —Unverified | 0 |
